Validation Log
2025-12-15 00:44:09.333836
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003893/mwtab/json
Study ID:      ST002389
Analysis ID:   AN003893
File format:   json
Status: Contains Validation Issues
Number of Issues: 10

Number of Warnings: 4

Number of Value Errors: 5

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
Error: The value, "Male and female", in ["SUBJECT"]["GENDER"] should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required.
Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "SOLVENT_A", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "SOLVENT_B", in ["CHROMATOGRAPHY"] is missing.
Warning: The "Refmet_name" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "name". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name.
Warning: The "iC99-R1-007_2_Glc" column at position 24 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.
Warning: The "iG3G-R1-039_1_Gln" column at position 41 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.
Warning: The "i82A-R1-002_2_Gln" column at position 51 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.